this post was submitted on 19 Jul 2023
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LocalLLaMA

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Welcome to LocalLLaMA! Here we discuss running and developing machine learning models at home. Lets explore cutting edge open source neural network technology together.

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Rule 3 - No comparing artificial intelligence/machine learning to simple text prediction algorithms. I.E statements such as "llms are basically just simple text predictions like what your phone keyboard autocorrect uses, and they're still using the same algorithms since <over 10 years ago>.

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Things are still moving fast. It's mid/late july now and i've spent some time outside, enjoying the summer. It's been a few weeks since things exploded in the month of may this year. Have you people settled down in the meantime?

I've since then moved from reddit and i miss the LocalLlama over there, that was/is buzzing with activity and AI news (and discussions) every day.

What are you people up to? Have you gotten tired of your AI waifus? Or finished indexing all of your data into some vector database? Have you discovered new applications for AI? Or still toying around and evaluating all the latest fine-tuned variations in constant pursuit of the best llama?

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[–] [email protected] 6 points 2 years ago (2 children)

I used it quite a lot at the start of the year, for software architecture and development. But the number of areas where it was useful were so small, and running it locally is quite slow. (which I do for privacy reasons)

I noticed that much of what was generated needed to be double checked, and were sometimes just wrong, so I've basically stopped using it.

Now I'm hopeful for better code generation models, and will spend the fall building a framework around a local model. See if the helps in guiding the models generation.

[–] [email protected] 5 points 2 years ago (1 children)

True. I didn't even bother giving it tasks like that. I don't think AI is going to replace software designers or programmers anytime soon. Well... maybe except for simple stuff, copy-paste programming, simple scripting, webdesign and some self contained and not overly complex stuff. It's a fascinating tool, can help you do things quickly, answer questions, do prototypes. But if you throw real work at it, you soon realise it has severe limitations and isn't even close to the human intellect. Okay. Maybe you consider it heaven-sent if you studied history instead of computer science and it provides you with python-scripts to sort your data.

Journalists and people who write text have similar problems. The chatbots generate convincing text and can take over some of the work writing text. But for example if you need to write a text that is correct and factual, you'd be better off without AI. At least that's what i read in some articles about ChatGPT. Everyone needs to put in considerable effort to fact check its output, and double check everything to the point that it doesn't make sense to run the AI in the first place.

[–] [email protected] 4 points 2 years ago

I learned the hard way to never generate anything I couldn't create myself, of at least verify its validity.

[–] [email protected] 3 points 2 years ago (3 children)

I'm pumped for Llama2 which was released yesterday. Early tests slow some big improvements. Can't wait for Wizard/Vicuna/Uncensored versions of it.

[–] [email protected] 4 points 2 years ago

Yeah, me too. After summer vacation it's hopefully available and I'll dig into it.

[–] toxuin 4 points 2 years ago (1 children)

It’s marginally better than original but WAYY more censored. It is pretty intrusive. It refused to write a bash script to kill a process by regexp 🤦

[–] [email protected] 1 points 2 years ago

The first uncensored variants are already on Huggingface though, look for The Bloke. :)

[–] [email protected] 3 points 2 years ago* (last edited 2 years ago)

I just watched the youtube video that got linked here earlier. I forgot if it was better or worse at programming than its predecessor. but it's not that much a difference. i'm just now fiddling around with the chat variant. But i'm excited for the tuned versions, too. (thrilled)